@inproceedings{loftus-etal-2026-risk, title = "Risk-Averse Failure Modes of {J}ensen-{S}hannon Distance in {RLVR} Distributional Alignment", author = "Loftus, Sebastian and Wang, Xinpeng and De Marneffe, Marie-Catherine and Plank, Barbara", editor = "Sedoc, Jo{\~a}o and Shu, Raphael and Drozd, Aleksandr and Akula, Arjun and Rogers, Anna and Giorgi, Salvatore and Benton, Adrian", booktitle = "Proceedings of the Seventh Workshop on Insights from Negative Results in {NLP}", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.insights-1.4/", pages = "33--42", ISBN = "979-8-89176-480-4" }